Table 2.
The prediction accuracies of our method on the 1189, 25PDB and 640 datasets.
| Dataset | Structural class | Sens (%) | Spec (%) | F-measure | MCC | AUC |
|---|---|---|---|---|---|---|
| 1189 | All-α | 84.8 | 95.6 | 0.84 | 0.80 | 0.90 |
| All-β | 85.4 | 94.1 | 0.85 | 0.79 | 0.90 | |
| α/β | 85.0 | 90.0 | 0.82 | 0.74 | 0.88 | |
| α + β | 55.2 | 91.3 | 0.59 | 0.49 | 0.73 | |
| OA | 78.5 | |||||
| AA | 77.6 | |||||
|
| ||||||
| 25PDB | All-α | 94.4 | 96.4 | 0.92 | 0.90 | 0.95 |
| All-β | 91.9 | 97.2 | 0.92 | 0.89 | 0.95 | |
| α/β | 71.1 | 95.7 | 0.76 | 0.70 | 0.83 | |
| α + β | 92.5 | 95.2 | 0.90 | 0.86 | 0.94 | |
| OA | 88.4 | |||||
| AA | 87.5 | |||||
|
| ||||||
| 640 | All-α | 83.3 | 96.8 | 0.86 | 0.82 | 0.90 |
| All-β | 83.1 | 95.3 | 0.84 | 0.79 | 0.89 | |
| α/β | 83.0 | 89.4 | 0.79 | 0.70 | 0.86 | |
| α + β | 60.2 | 87.4 | 0.62 | 0.49 | 0.74 | |
| OA | 77.0 | |||||
| AA | 77.4 | |||||